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Published January 24, 2026by Rebellionai
Dataset Cross-Attention Analyzer (v9.0) in smart trainer testing
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announcement

Headline: Stop guessing. Start measuring. 🧠🎯
I’m developing the Dataset Cross-Attention Analyzer for v9.0 of my Smart LoRA Trainer! No more flat results or random layer targeting.
How it works:
✅ Scans your entire folder + captions automatically.
✅ Uses MAX Attention (Peak Detection) to find the strongest signals.
✅ Identifies the exact layers responsible for your trigger word.
✅ Aggregates data for a perfect "Surgical Strike" training config.
Roadmap:
💎 Early Access: Ko-fi supporters get v9.0 first!
🔄 Standard Update: Coming soon with Color Mapping (Smart Focus) included!
Support the project here: [Ko-fi Link]